Myocardial scar and left ventricular ejection fraction classification for electrocardiography image using multi-task deep learning

Myocardial scar and left ventricular ejection fraction classification for electrocardiography image using multi-task deep learning

Abstract Myocardial scar (MS) and left ventricular ejection fraction (LVEF) are vital cardiovascular parameters, conventionally determined using cardiac magnetic resonance (CMR). However, given the high cost and limited availability of CMR in resource-constrained settings, electrocardiograms (ECGs)...

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Bibliographic Details
Main Authors: Atirut Boribalburephan, Sukrit Treewaree, Noppawat Tantisiriwat, Ahthit Yindeengam, Titipat Achakulvisut, Rungroj Krittayaphong
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-58131-6

Internet

https://doi.org/10.1038/s41598-024-58131-6

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